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Automation Risk Analysis

Will “Onion Topper” be Automated?

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AI Exposure Risk

46%

“Onion Topper” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

56%

“Onion Topper” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 56% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Farmworkers and Laborers, Crop, Nursery, and Greenhouse, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Manually plant, cultivate, and harvest vegetables, fruits, nuts, horticultural specialties, and field crops. Use hand tools, such as shovels, trowels, hoes, tampers, pruning hooks, shears, and knives. Duties may include tilling soil and applying fertilizers; transplanting, weeding, thinning, or pruning crops; applying pesticides; or cleaning, grading, sorting, packing, and loading harvested products. May construct trellises, repair fences and farm buildings, or participate in irrigation activities.

Avg. Annual Salary $37,850
Avg. Hourly Wage $18.20
Available Jobs (US) 261,690
Job Title & Hierarchy Code (SOC) Farmworkers and Laborers, Crop, Nursery, and Greenhouse #45-2092
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Farmworkers and Laborers, Crop, Nursery, and Greenhouse”

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Core Skills & Abilities

  • Repair farm buildings, fences, and other structures.

  • Harvest plants, and transplant or pot and label them.

  • Dig, rake, and screen soil, filling cold frames and hot beds in preparation for planting.

  • Load agricultural products into trucks, and drive trucks to market or storage facilities.

  • Operate tractors, tractor-drawn machinery, and self-propelled machinery to plow, harrow and fertilize soil, or to plant, cultivate, spray and harvest crops.

  • Participate in the inspection, grading, sorting, storage, and post-harvest treatment of crops.

  • Inspect plants and bud ties to assess quality.

  • Plant, spray, weed, fertilize, water, and prune plants, shrubs, and trees, using gardening tools.

  • Set up and operate irrigation equipment.

  • Haul and spread topsoil, fertilizer, peat moss, and other materials to condition soil, using wheelbarrows or carts and shovels.

  • Tie and bunch flowers, plants, shrubs, and trees, wrap their roots, and pack them into boxes to fill orders.

  • Sell and deliver plants and flowers to customers.

  • Provide information and advice to the public regarding the selection, purchase, and care of products.

  • Maintain inventory, ordering materials as required.

  • Regulate greenhouse conditions, and indoor and outdoor irrigation systems.

  • Inform farmers or farm managers of crop progress.

  • Record information about plants and plant growth.

  • Dig, cut, and transplant seedlings, cuttings, trees, and shrubs.

  • Feel plants' leaves and note their coloring to detect the presence of insects or disease.

  • Record information about crops, such as pesticide use, yields, or costs.

  • Harvest fruits and vegetables by hand.

  • Maintain and repair irrigation and climate control systems.

  • Identify plants, pests, and weeds to determine the selection and application of pesticides and fertilizers.

  • Direct and monitor the work of casual and seasonal help during planting and harvesting.

  • Move containerized shrubs, plants, and trees, using wheelbarrows or tractors.

  • Repair and maintain farm vehicles, implements, and mechanical equipment.

  • Clean work areas, and maintain grounds and landscaping.

Technologies & Software

  • Microsoft PowerPoint
  • BCL Landview Systems WinCrop
  • Global positioning system GPS software
  • Microsoft Excel
  • Farm Works Software Trac
  • Blue River Technology AI
  • Microsoft Word
  • Taranis AI
  • Microsoft Office software
  • IBM Lotus Notes
  • John Deere AI
  • Climate FieldView
  • Microsoft Outlook
  • Web browser software
  • Forklifts
  • Putty knives
  • Tree diameter tapes
  • Knife sharpeners
  • Portable electric drills
  • Long arm pruners
  • Pruning sticks
  • Field forklifts
  • Air compressors
  • Measuring wheels
  • Battery booster cables
  • Feed conveyors
  • Hand drills
  • Spray suits
  • Multipurpose tractors
  • Socket wrench sets
  • Drafting compasses
  • Disk tillage equipment
  • Soil cultivators
  • Pruning knives
  • Garden dusters
  • Slotted screwdrivers
  • Measuring rules
  • Plows
  • Power drills
  • Indoor/outdoor thermometers
  • Hatchets
  • Canister gas masks
  • Dump trucks
  • Paint application sprayers
  • Combine harvesters
  • Bed formers
  • Bow saws
  • Garden spades
  • Microtip snips
  • Soil moisture meters
  • Wood chisels
  • Digital levels
  • Reel mowers
  • Drip emitters
  • Grain trucks
  • Soil thermometers
  • Houseplant snips
  • Pipe trailers
  • Fruit budding knives
  • Greenhouse ventilation systems
  • Siphon proportioners
  • Chain saws
  • Grass shears
  • Funnels
  • Handtrucks
  • Hand trucks
  • Soil sampling tubes
  • Chain saw sharpeners
  • Tree marking guns
  • Bed rollers
  • String trimmers
  • Grease guns
  • Detasselers
  • Garden hoes
  • Soybean harvesters
  • Laptop computers
  • Increment borers
  • Phillips head screwdrivers
  • Power saws
  • Tree calipers
  • Screen separators
  • Shovels
  • Hook-and-blade pruners
  • Rotary spreaders
  • Cargo trucks
  • Drop spreaders
  • Budding knives
  • Tie tape machines
  • Hanging spring scales
  • Arborist saws
  • Seed drills
  • Pruning shears
  • Open end wrenches
  • Utility knives
  • Soil augers
  • Fertilizer spreaders
  • Portable battery chargers
  • Tree scale sticks
  • Tractor-trailers
  • Field watering systems
  • Soil pH meters
  • Step ladders
  • Greenhouse irrigation systems
  • Compass saws
  • Tree planting bars
  • Post hole diggers
  • Mattocks
  • Trowels
  • Power hedge trimmers
  • Hay balers
  • Garden bow rakes
  • Rotary tillers
  • Anvil pruners
  • Rubber mallets
  • Tree feeding augers
  • Drum rollers
  • Pickup trucks
  • Dust masks
  • Square point shovels
  • Houseplant shears
  • Planting augers
  • Humidity systems
  • Threshers
  • Floral snips
  • Compressed air sprayers
  • Hacksaws
  • Corn pickers
  • Hydromulchers
  • Pesticide sprayers
  • Desktop computers
  • Carbon dioxide systems
  • Straight screwdrivers
  • Sand spreaders
  • Digital calipers
  • Bulb planters
  • Sharpening stones
  • Rotary mowers
  • Fertilizer injectors
  • Round point shovels
  • Wrecking bars
  • Pick axes
  • Hoes
  • Transplanters
  • Battery power testers
  • Seed tumblers
  • Staple guns
  • Tractors
  • Garden cultivators
  • Claw hammers
  • Nail hammers
  • Rose budding knives
  • Geodetic ground global positioning system GPS receivers
  • Adjustable widemouth pliers
  • All terrain vehicles ATV
  • Respirators
  • Oscillating sprinklers
  • Fruit pruners
  • Adjustable hand wrenches
  • Power blowers
  • Measuring tapes
  • Paint application brushes
  • Haybines
  • Hand tallies
  • Hedge shears
  • Garden hand seeders
  • Allen wrenches
  • Grafting knives
  • Tube cutters
  • Pole pruners
  • Hose-end sprayers
  • Stake drivers
  • Sledgehammers
  • Wheelbarrows
  • Transplanting trowels
  • Pruning saws
  • Pressure washers
  • Hand held sprayers
  • Bench grafting knives
  • Seed dryers
  • Humidifiers
  • Loppers
  • Garden spading forks
  • Thorn strippers
  • Mole grips
  • Impulse sprinklers
  • Leaf rakes
  • Handheld calculators
  • Hay rakes
  • Mulch spreaders
  • Safety goggles
  • Vertical mowers
  • Root pruning scissors
  • Portable generators
  • Crop planters

Alternative Job Titles